Texture-less/colourless .obj file when opened
Obj files do not store color/texture information. However, it can contain a reference to an *.mtl file. 


You can check the obj file content and look if it contains a reference to an mtl file - which itself stores the colors of points/textures
Or maybe you can use another format when exporting (ply does store color information for each point for example).